- Build a Chatbot from Scratch in Python using NLTK.
- Churn Prediction in Telecom.
- Market Basket Analysis using Apriori.
- Build a Resume Parser using NLP -Spacy.
- Model Insurance Claim Severity.
- Sentiment Analysis of Product Reviews.
What projects do data scientists do?
A data science project is a practical application of your skills. A typical project allows you to use skills in data collection, cleaning, analysis, visualization, programming, machine learning, and so on. It helps you take your skills to solve real-world problems.
How do you select a data science project?
- Step 1: Define Problem Statement. Before you even begin a Data Science project, you must define the problem you’re trying to solve.
- Step 2: Data Collection.
- Step 3: Data Cleaning.
- Step 4: Data Analysis and Exploration.
- Step 5: Data Modelling.
- Step 6: Optimization and Deployment:
How long does a data science project take?
It will take between 2 weeks to 6 months to complete a typical data science project. The project length can vary largely based on the data volume, processing time, and project team size. Therefore, the duration of data science projects may vary according to the resources and needs of the project.
- What projects do data scientists do?
- How do you select a data science project?
- How long does a data science project take?
- What are the key steps of a data science project?
- How do you start your first data science project?
- How do you Prioritise a data project?
- How do you approach solving any data analytics based project?
- What are the 8 stages of data analysis?
- What are the 7 steps of data analysis?
- What is the first activity of a data scientist?
- Do data scientists code?
- Is data scientist an IT job?
- Is data scientist a stressful job?
- Who gets paid more data scientist or data analyst?
- Are data scientist happy?
- Why do data scientists get paid so much?
- Which company is best for data science?
- Who is the highest paid data scientist?
- Does data science require coding?
- Is data science easy for beginners?